mirror of
https://github.com/vale981/fpraktikum
synced 2025-03-06 10:01:41 -05:00
1405 lines
267 KiB
Text
1405 lines
267 KiB
Text
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"autoscroll": false,
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"collapsed": false,
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [],
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"source": [
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"from utility import *\n",
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"from scipy.constants import c\n",
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"import datetime"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"source": [
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"# Einlesen der Daten"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"autoscroll": false,
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"collapsed": false,
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [],
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"source": [
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"rng = 7000\n",
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"rng_t = 3000\n",
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"mitte = [load_counts('../messungen/kalib/mitte/Cal_2020-01-10_09-24-T.txt')[0:rng_t],\n",
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"load_counts('../messungen/kalib/mitte/Cal_2020-01-10_09-24-EdetA.txt')[0:rng],\n",
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"load_counts('../messungen/kalib/mitte/Cal_2020-01-10_09-24-EdetB.txt')[0:rng]]\n",
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"\n",
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"rechts = load_counts('../messungen/kalib/rechts_b/Cal_2020-01-10_10-04-T.txt')[0:rng_t]\n",
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"rechts_e = [load_counts('../messungen/kalib/rechts_b/Cal_2020-01-10_10-04-EdetA.txt')[0:rng],\n",
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"load_counts('../messungen/kalib/rechts_b/Cal_2020-01-10_10-04-EdetB.txt')[0:rng]]\n",
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"\n",
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"links = load_counts('../messungen/kalib/links_a/Cal_2020-01-10_09-45-T.txt')[0:rng_t]\n",
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"links_e = [load_counts('../messungen/kalib/links_a/Cal_2020-01-10_09-45-EdetA.txt')[0:rng],\n",
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" load_counts('../messungen/kalib/links_a/Cal_2020-01-10_09-45-EdetB.txt')[0:rng]]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"autoscroll": false,
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"collapsed": false,
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"7000"
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]
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},
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"channels_t = np.arange(1, mitte[0].size + 1)\n",
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"channels_e = np.arange(1, mitte[1].size + 1)\n",
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"energies_a = energy_a(channels_e)\n",
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"energies_b = energy_b(channels_e)\n",
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"len(mitte[1])\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {
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"autoscroll": false,
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"collapsed": false,
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"array([False, False, False, ..., False, False, False])"
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]
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},
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"execution_count": 4,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"links_e[0] == rechts_e[0]"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"ein.tags": "worksheet-0",
|
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"slideshow": {
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"slide_type": "-"
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}
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},
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"source": [
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"# Plot ueber Energie"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {
|
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"autoscroll": false,
|
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"collapsed": false,
|
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
|
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"outputs": [],
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"source": [
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"range_t = np.array([970, 1140])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
|
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"metadata": {
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"autoscroll": false,
|
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"collapsed": false,
|
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"ein.hycell": false,
|
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
|
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"(array([ 970, 1140]),\n (array([46.81285, 55.02385]), array([0.02728758, 0.02979973])))"
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]
|
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},
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"execution_count": 6,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
|
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"source": [
|
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"range_t, channel_to_time(range_t)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {
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"autoscroll": false,
|
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"collapsed": false,
|
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
|
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"outputs": [],
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"source": [
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"range_b = np.array([1600, 2300])\n",
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"range_a = np.array([2800, 3600])\n",
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"e_range_a = energy_a(range_a)\n",
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"e_range_b = energy_b(range_b)"
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]
|
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},
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{
|
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"cell_type": "code",
|
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"execution_count": 8,
|
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"metadata": {
|
|
"autoscroll": false,
|
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"collapsed": false,
|
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"ein.hycell": false,
|
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"ein.tags": "worksheet-0",
|
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"slideshow": {
|
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"slide_type": "-"
|
|
}
|
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},
|
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"outputs": [
|
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{
|
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"data": {
|
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"text/plain": [
|
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"(array([2800, 3600]), array([582.2, 725.4]))"
|
|
]
|
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},
|
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"execution_count": 8,
|
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"metadata": {},
|
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"output_type": "execute_result"
|
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}
|
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],
|
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"source": [
|
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"range_a, e_range_a"
|
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]
|
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},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
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"slide_type": "-"
|
|
}
|
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},
|
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"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
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"(array([1600, 2300]), array([452., 606.]))"
|
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]
|
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},
|
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"execution_count": 9,
|
|
"metadata": {},
|
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"output_type": "execute_result"
|
|
}
|
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],
|
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"source": [
|
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"range_b, e_range_b"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
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"metadata": {
|
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"autoscroll": false,
|
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"collapsed": false,
|
|
"ein.hycell": false,
|
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"ein.tags": "worksheet-0",
|
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"slideshow": {
|
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"slide_type": "-"
|
|
}
|
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},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"image/png": [
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WZg7rExMtCkW8EFLqdwVqVVAhBgHjpJSDnOkHgGOklA94lNkC/ElKuVYIkQHUAu2By4H+UsrbnOVmAt9LKWdqjjECGAHQqVOnonnzHHf5nm93tWmjeeHGqKysdD/yREJHuBo9dejVG7l2JACzimb5jVE073yCsfayxV51eowYgV1Kvn/pJQBu/fJWkpKSKO1f6hX/p0MtjPxvud+4Lp6+IJ/OaXYvjd2HD8ckBNtLSw2fq2DnI5bXi79rxGiMpKQkunXrprvacSirInv2fDBaL5T4RmPES4c2HY4OV3rHjh20tLR4fU/FxcW7Ac+LvFRK6TO6KVoWRAfgkEe6xrnPk/8BZwJrgX7OfdkG6+L8MKUAxcXFsqioCHD4kp6Pbp5po3nhxli7di2R1BGuRk8devWytmcB0KNHD+8YZQcoWDcT+gV9cgKgqKjIW0dWFlar1X3spGVJZGVl+ZyTK8fONxQ/ueBYehyd7G1BpKVhsVh8jx3g/AQ7H7G8XvxdI0ZjbN26lZSUFN1Hf+3jdqA87aO/kXqhxDcaI146tOlwdLjSycnJ9O7dW/sdlkspiwlCtOYDPgBkeaSznfs8GQXkCyHuBwqBCmCvwbqKKGAu2wLLZsF7t8RbikJxRBCtBng5UCiEcD1TnQ3MF0LkCSGynfs6A09LKf/mLP+plLIZ+AQoEofv888CFkRJp8ID4bKj7Povx2KN8Y5ECkXbJCoWhJSyXghxFzBTCFEGbJRSLhJCTAcqgWlAf+B3Qog1QB5wj7PuXiHE08DfhBA24GV/L+BUN7TgOvTq+euG1lhXRy5gbWnB+z2vPuF0Qxv/0fcGIjs4dOgQ1dXel6jqhqZmQ1OzoRlASrkQWKjZV+KxPQeY46fu6zh6RQQ7huqGZkCHtqy/bmhVvzg8MEvZZowQTje0T7791lBsgOzsLHJyNB6w6oYW95FwL7zwAhs2bKCgoIDdu3fTuXNnHn30Ud0Yhw4d4t5770VKyZw5cyKqA2Dz5s2MHDmSm266iZtvvjmkGJ5pfzpqamro3LkzS5YscXv3Cd8NTdE2kSGMHlIkAPfdh3ndOnB+b2Yp3dvatDYv1WYDs9k377TT4Kmn/B6ypqaGhx9+mAMHDtDS0oIQgnvuucdv+aysLK6//npefz3o/VRY9OrVi3POOScqsQHeeOMNLrvsMkpLS3nxRd3hCK2iTTfAyoIIrkOvnj8LoqG2lnYYpzUj4YxQqywIn21PC8JktyOkPDyjhue2Nq3NA+wuz98jT2om2dFum0wmpJQ89dRTXHfddXTs2JFZs2a5dZWUlJCfn09DQwNVVVXMmjULu93OgQMHGDNmDCtXruTaa6/ltttu47XXXmP8+PHccccd7Nu3jw0bNvDGG2/w4IMPctZZZ7Fp0ybuv/9+TjvtNJ566immTp3Kk08+yYoVK6ioqOBf//qXe3iyzWbjxx9/ZMiQIVx88cXcf//9bN++nVdffZXf/OY3bN++nSlTplBTU8Pw4cMpLCykY8eOrFy5kjFjxjBo0CBdC2Lbtm08+eST9O3bl2nTppGWluZ1DhPWgogFyoKIrAVx8EAmoVBgaQLPGAYsiFDIzMrirU0HGH7+0XTMTgWUBeFlQcycGZVuaHZN2nM7NTWVJUuWMG3aNPr06cOJJ57IhAkTGDRoELNnz6alpcU9Eu4f//gHFosFk8lEdXU1Tz75JPv37+fCCy/kzjvv5Pbbb+e1117jzDPP5He/+x0rVqwgIyODyZMn07dvX1atWsX06dN57733ePDBByktLWXw4MGMGDGCoUOHsmXLFoqKihBCYDKZmDNnDs8//zy//e1vkVLSr18/li5dSteuXZkzZw5PPfUUzz77LMOHD+eTTz5h+vTprF+/nilTpjB48GCfz7xy5UoGDBhAp06duPjii3nvvfe45ZZblAWhiBYhWhCLH4VzHzNcfNlO/8sQ6bFpbzUvr9jH5gMNvD3irNC0KaJGz549mTt3Lo2NjcybN48rr7ySHTt2sHHjRrp37+4ud9ttt7m3XfsLCgrcw4tdnHzyyYCjX3llZSVvv/02CxYs4ODBg5SVlXmV7dGjBy0tLbRv394rzuzZs6mqquL88x0DiMrLy6msrOSNN97AbDZTWVnpNeVmjx49AHziePLOO++QkZHB119/TUpKCi+++CK33BLZLpptugFWFkRwHXr1ImVBtOxeSfWpxiyIL76vZPSHoY0mr693LAp6qP7w51EWRHx7QezatYupU6dSWuoY1HXppZeSkpKCzWajV69ebNy4EavVis1mo7S0lBEjRmC3293Hc8VzHRugpaXFnTd16lRyc3MpKSnh22+/ZfXq1V71Wlpa3PMRu+pJKbnpppsoLi5m2LBhLFmyhNzcXNq3b8+tt95KQUEBFRUVLFu2zB3LNZ+xq772fNTU1JCVlcWECRPco+ROOukkVq9ezemnn+7zfSgLQlkQMbcgkqp+IL/2W3K7XeIK7HUsTwti5ef7QooNsOg7x7pgSR6Wg7Ig4tsLoqCggIMHD1JSUkJmZiZ79uzhySefpEOHDowYMYJRo0bx+OOP09TURO/evbHb7bz11lts3ryZDRs2sGHDBqqrq/nPf/5DdnY2P/74Iy+++CJjxowhNzeXq666ioceeoiWlhYaGxvZs2cPX375JQcOHKC6upq5c+fSq1cvNm/ezFtvvUWXLl1YunQpW7duZeDAgbRr145rrrmGJ554grfffpuHH36YwsJC9uzZw8iRI6msrOTjjz/m4MGD7Ny5k3feeYc9e/bwxRdfcOmllwLO4fojR5KcnOz+7Dt27CAvL4/x48fz97//nZNOOsl9TpQFoYgMYfSCyP3gOugd/OVaOB0sfqpudGxEYb4SRXi0a9eODz/8EPD1mM1mM88884xPXmlpqXu7d+/eXtbEli1bvLzoc845h6+++sqdnjFjhnvbc5a0r7/+2h3j008/dcdfsmSJ138Yp59+uo8P/v7777vTkydPZvLkydTV1bnrpKSk8Oabb3p9btfdr9Yvby3RGgmnUHgh1Lg2hcKHNn0HrDzg4Dr06kXKA3bhOlYgD7i5uTGMyA6s1hblATuJtwdsNL4aCac8YN208oADeMBlWYSDkW5oqan7w4oNkGRJUh5wgnjA4YwyS1QdnulwdUDrPGBlQSjcJFVu99150qVw2g2tjt2aQXbKAlb8WmnTd8DKggiuQ6+ePwuiYOEotJQPnA5JKRSs9z+U1IgF0dTYCguixaosCCfKglAWRMKgLIjIWhB6FLTvAObAb32NWBDpaT8HjBEImzQpC0JZEL9KC6JNN8CKGBCk8TVKayyI7w7URkSDIjL4mw1ND73Z0CKJ3mxokWDVqlWUlJTQ3NzMoEGDKCsro6Kigjlz5kS0G1qbboCVBRFch149vxYEvrji5JuSEH4majdiQVQdqtetaxRlQTjwtCBGLRzF+p/Xh7Uemt1ux2Qy+eT17tib6edP9zqe57ZrNrR9+/a5R7j95S9/8fvYnpqayrBhw3j99de9RrR5amyNBXHiiSdy9tlnu0e1RcqC6NOnD+eeey51dXWMHz8es9nMBRdcwIIFC7j88su9YigLQlkQAXVoy4ZkQTjzG06+irQtbwUsE8iC+M/mlQGPEwxlQfhaECaTCSGEV8MqNI8aoeaZTKaAFkdmZiZSSmbNmsV1111Hp06dKC0txWq1YjKZGDVqFAUFBdTV1VFdXc3zzz+PyWSioqKCSZMmsXz5cq677jqGDx/Oq6++ytixY/nzn//M3r17Wb9+Pe+88w4PPPAA/fv3Z8OGDTz44IOcdtppzJgxg8cee4ynn36aZcuWUVFRwX/+8x/MZjNCCMxmMxUVFQwePJhLLrmEUaNGsW3bNl5++WV69erFtm3bePTRR6mtreWWW26ha9eudOzYkRUrVjBu3DgGDhzo85nNZrP7fLjmk+jYsaOyIBTxIEBXhMWPw/nj/WZbbdqJEBWR4JmLn4naopz+SElJcc+GNm3aNK/Z0F5++WWam5uZMGGCezY0F1VVVUydOtU9G9rw4cO55ZZbmD17NqeffjqTJk1ixYoVJCcnM3HiRPdsaI8//jjvvfceo0aN4oUXXuC8887jtttuY+jQoaxfv949SbqUkpdeeslrNrQ+ffp4zYY2bdo0nn32WW6//XY++eQTpk2b5p4NbeDAgbqf1zUj28aNG+nduzd9+/YN8VsKjGqAFYYQgfqCfTk9YANss7e+H9nbq/Zwbb9jWx1H0XqOlNnQAPr160dJSQkWi4UnnniCsWPHMmvWrJDOVyDadAOsPODgOvTqheMBJzc3k6qT71nOnwe8bOueADWNMfZfmxh8fLrygNVsaDGZDc31r91jgvoOHTq49Wi/D+UBKw84qh5wY7KBrmh+PODd/m8wQqKgoEB5wGo2tKjPhgawYcMGli5dSnNzM9OnT0dKyaZNm5g0aZLygBUKRXw4EmZDAyguLmbx4sW6nzOStOkGWFkQwXXo1WuNBVHXfywZy6b5lvtlv18LQntxh0t5ebmyINRIODUSLlFQFkQELQhrAz4cdYo7v+LcsZAiyBh4L+g0wAXWn/xaEK47nNaiLIj4WxBqJJyajEcRDWp+0tnp0ak/oz1cNQeSM7Cnt9cp67+ng5pMJ7JIdUIThtZ+F236DlhZEMF16NXTsyBEvZV8vLHapdtO8CybmdaB1Hrv7kFV1dVk+LEg9ld4aw0XZUHgHtSQn5+PEEJZEBHKC0eHlJKKigpMJlPiWRBCiMHAH4ADDq3yEU3+K0A3j12nAn2llLuEELuAXc79+6SU1+sdQ1kQEbQgan0HS1iSLLrHq7h8Nqmzz/Aqm5uVqWtBNNsFLy3f5xM7HJQF4fjOfvjhB6qqHCtM22w2d/9Wz+1gec3NzSQnJ4dUL5T4RmPES4c2HY4OcPyHePzxx7t/UwnRC0IIkQ68APSUUjYJId4XQgySUi7yKPaplPIdZ/lsYI6Ucpczb46UcnI0tCn8EMKjlEzXe12nX7++2aa7XxEeFouF/Px89w+9vLxcdztY3tq1a+ndu3dI9UKJbzRGvHRo0+HocKVbMzmPIQ9YCFEghOglhDC6bO5ZwG4pZZMzvRS4xLOAq/F1chsw2yP9WyFEiRDiUSFEf4PHVLSG+Q/47mvNFGYKhSIoIpiJLIS4ARgPbALexHFX+3iQOsOAa6SUQ53p24GBUkqfpRWEECbgY2CIdIoRQvSTUq5y3kl/DVwqpfxeU28EMAKgU6dORfPmOWyWpqYmUlJS3OU800bzwo1RWVlJXl5exHSEq9FTh169kWtHAjCraBYpKSmYrHX0+e9laKnNPZlt5/6fboz+nw7xKvvt2TM5euxM7FLy/UsvAXDrl7dS22LCVvGYT+xwePMPHel55whMQrC9tNTwuQp2PmJ5vfi7RhJFR6TiG40RLx3adKR/u8XFxbuBwy8eoFRKWYoGIxZEbynlyUKIMVLKD4UQpxuocwDwXGAs27lPj8uBj6TH/wRSylXOf+uFEOuBswGvBtj5YUoBiouLpWtSjmg8JoXyGBNJHeFq9NShVy9ru+Or6dGjh2P/Yx3RIzMjQ/fzlJeXw6feZU8y7YGsLKxWq7tO0rIkLCYLgUyI7h0y+d7gfL8f/5TC6WlpWCwWioqKDJ+rYOcjlteLv2skUXREKn4oFkQ8dGjTUfjtlkspiwmCEQvC9WrP1UA2+SvowXKgUAjh+q/ibGC+ECLP6fd6cjMwx5UQQgwSQlzskd8d2GHgmIpwafGzXFAoFsRXT+vu3l8TeCmij0aeY/gQ/1y717gehaINYOQOuKMQ4gWgkxBC/1emwXnnehcwUwhRBmyUUi4SQkwHKoFpAEKI04DtUkrPW6ADwGQhRF+gM/C+lPJ/esdR3dCC69Crp+2GpvdKrf6ofjSdPQGbny5TenWsmm5oVY02mqz+73+Hn3U0tdUH/eZrkdIxGQscud3Qoq0jUvGNxoiXDm06Cr/diHVDuw/HS7JTgW+BVwzUQUq5EFio2VeiSa8H1mv2bQKuNHgM1Q3NgA5t2eCT8Qjq//hWwBh6aLvi/FIXeB7g9PT0oDE9MQlB0hHeDS0WOiIR32iMeOrwTEfhtxuxkXCDpJSlUsp7gAcyMBcAACAASURBVDU4Xsgpfs2cdEnwMv3vbfVhQu1kIQNNCq9QtEGM3AGfifOVi5RyvRDiquhKMo6yIILr0KsXzIJosrYE1WHqfiV5y2Z6ldFaEMGay/r6ei+dwVAWRPR1RCq+siBaaUEIIf6Cw37IEULcjGNiABuw1l+dWKMsiAhYEGm+t6EpKSm69oRnOs/se+loLYhgN7jKgkhMHZGIbzTGkW5B+G2ApZTPAs8KIYZLKV8KFkjRRvlpne8+YcSZir0doCwIxa+NoL80beMrhDgvenIUCYGRBjhdO3VP+PTsrO2ZqFAcGQT1gIUQpwITcFiFAjgW70l04obygIPr0Kvn6QFbaqrJwZum+loDOnJ8vONwPeDXrjuZzzbvY+x/A/fzlVIqDzjKOiIVX3nAkeuGNgp4ArgGRxe04QbqxATlAbfeA86R2uYXUo7pHdQD1vNuW+MBZ2RUBSkNEuUBx0JHJOIbjXGke8BGzL5NUsp1zoDfYWwknKItc9qwmBxG6DTRJx2VpVPSQXNL4H7FCkVbw8gd8NlCiM+AXCHEBOC3UdZkGGVBBNehV8/Lgqiu8bEgKg41Ud0SXEd2l7NJ/nGpe7/WgrAHmeipvr7OrbMw085pR2dxz7lduP3tb/zWURaEsiCONAviARx3vTOAscA4A3VigrIgomNB5BeejNRMOqJ77IGjYe7hBlhrQdiDmMDp6RleMT8c2YNGqw3w3wArCyL6OiIR32gMZUEE5y3gKCnlASnlA1LKpUFrKNouXc81XjbZ6PTQCoVCDyN3wBullF+7EkKIfCllRRQ1GUZZEMF16NXz7gXhbUEc6noRTQYf75Oqqsj1KKO1IILhaUG4YgbzeXdW1FOYl84hZUFERUek4isLInIWxI/O6SG34uhZdA9QErhKbFAWRAQsCI0DnJWZSZbRx/uGdl75Outi6dI1P51dFfU+FkRBQQFNLYGXMKqsbyEv064sCGVBtFqHZzrhRsJ58Gccs6C5OJYEaYAVEaByp3e6NcsQ7fofHH1G8HIKhQIw1gA/JKWc40o4VztW/FrQWwvOKK1cM04tOac40gnaAHs2vk4iNwa1lSgPOLgOvXqeHrDWLDiYfhw2g/6qubYBbxMCQx5wknB0j2hpavA5X1JKTuuUzvr99X7r769uAOUBR0VHpOIrD7j1s6HtxHc0qcCxvts7vjVij/KAW+8Ba2l38gDjOvJ9lxNKSkoK6gHfMfAEtu+r4O4Le5KSZPaJ//L1p1D89Eq/9euabMoDVh5wq3V4phPRA54upfy7dqdzqSGFImwPIdVi5o6zj/FqfBWKI5FA01H6NL5OvvWzP+YoCyK4Dr16/iyI5uxCakLUr73XdVkQMsAouNpDh6iu9r70An02PcqVBREVHZGKryyICHVDE0IMAe4CMkmw2dCUBRFZC8J23Hlha3ThsiDqmlp08wGysrPIyUkOGD8YyoJQFkRrdXimE9GCcDEOx8oY5Tga4JsM1FG0Aczl21odo+K2NeS/Uuy1b/WuSlID2At6k/CEii3YOGeFog1gpAFeJqV0L0MkhJgbRT0hoSyI4Dr06rksiMafvd2kpmYrdaE+DjZ5d4uRtWVc9cJyslL8N8DHpNuorvbu5RCqBfHhqu85rb33SHplQSgLIoF+u63uBTHRudnZ2eh+70yfCyREX2BlQbTOgsjIyPAqI0+9NnQd0nvocFLzQQAONdkgGR92TXOsuFweZLKfYDSbUsjJ8V1TTlkQyoJIkN9uqy2IU4F5wG7N/lOCBVW0DUS995Qe9syO4UTxSskWNV20QmGUQA3wfVJKnzVihBALoqhHEUPSNr6m2dN6b9Zs9T+AQqFQeBOoG9peACFEHjAex5L0XwA7gAPBAjuHLP/BWVZKKR/R5AtgpDPZFciVUt7qzLsB6OM85g4p5Yt+jqE84CA69Oq5PGDZeMgrRs2hQ8gw/DjjxgFhnR89lmz9iX757Q3FUB5w4niviaJDm044D9iDacBS4GRgBY714e4IVEEIkQ68APSUUjYJId4XQgySUi7yKHYDUCWl/IezzqnOf48BRgN9pJRSCLFaCLHYuRySF8oDbp0HbDJ7vyjLzsomP0yNRjH6OY/NS2dPZT1rRp+hOyruv1sreOyS7soDjoKOSMQ3GuNI94CNTMi+TUr5GnBQSlkJ/GigzlnAbimlyxBcClyiKXM9kCeEuFcIMRWode6/CFgrD/fkXw4MMXBMRYiYa7y/Spnifz22WDP75tN56U/F8ZahUEQVEWjEEoAQYjYOC+JG4EUcQ5SD3QEPA66RUg51pm8HBkopb/AosxV4S0o5RQjRA/gIx112CdBRSnmfs9xjAFLKCZpjjABGAHTq1Klo3jzHXX5TUxMpKSnucp5po3nhxqisrCQvLy9iOsLV6KlDr97ItQ7nZ23F93iy7MIFYeno/6nz/8c5dQB0vfbfAPycPBaAo5qnueO8f9VRIce/7j8H3eXeftMR89rrpvHm79sZihHsfMTyevF3jSSKjkjFNxojXjq06Uj/douLi3fjGDvholRKWYoWKWXAP+AcYC9QD+wCzjRQZxCwyCP9APBXTZmVwEUe6Z9xeMG3Aa947J8J3BvoeEVFRdJFWVmZ9MQzbTQv3Bhr1qyJqI5wNXrq0Ks34NUBcsCrA6SclH3477Mp4etwxSg0S1loloVjPpKFYz6SKQ/3kikP93KnC8d8FFZ8z/rLu/SSy7s4YhqNEex8tDYvlBj+rpFE0RGp+EZjxEuHNh3p3y6wRgZpJ6WUwS0IKeX/pJTHAMdKKbsCq4PVwWEbFAohXP9VnA3MF0LkCSGynfsWAccDOPeZnY3wJ0CR8yUdOOwM1fMi4miefPqPdG/WNFr5oVz1ZlAooo2Rl3AIIU4G2jvbxBuB4YHKSynrnbOmzRRClOFYV26REGI6UInjxd6TwHQhxDgcc0vcJKVsBPYKIZ4G/iaEsAEvS50XcE5dqhdEEB169axWq88AivKaeqprGwC4Zs5GdpQ3sGZ0uiEd0ewFEahHxMrvfsZz/Q3VC0L1gkig327EJuOZDpwIdAa24/BpgyKlXAgs1Owr8diuxk9vCinl68DrBo6hekEY0KEta7FYfBrggo6dwewYnbajvCFkjUYJ9xzocfe/d7NrWq+gMVQviNB0RCK+0RiqF0RwGqSUlwP/lFJeD7xhoI4i0Qny8rU1WPA/E5pCoTiMkQbYNaK/nRAiCSiKoh5FrKjZF7XQkW6Ak81GLlOFou1hxAO2Or3WNcAhEmQ5IlAesBEdevWsVitJdd7zQOhNcG7EN9XzgFNopp5U9AjH77MHuFs3olF5wInjvSaKDm06YT1gKaVrVjSEEAud3m1CoDzgVnjAtiYgxSffs9zvX9rAhEt/w+9O6RT02J6sS72T4sa/87Nm/8MXHRdRD9hoDOUBh6YjEvGNxlAesB+EELOEENrbmIFCCP+rJSraDvbgNsFP1Y1M/PdmDtQ0sudgY0jhuwjv6UI+GnkOl5/SIaQYRpBR9LIVimgT6A74j8B5QoirpZTfAEgp/y2EGBgTZQZQFkRwHXr1rFYrFrzRsyAA7HY7/aY6pvBYMzpVN17miUNJ3fahVz3h0c94yG/yOSrFGvbnDNTIvrNsO4NPzA8YQ1kQifPonyg6tOlEtCDeBr4CPhNCTJRSvuzcnzC3HMqCaIUFoUHPggAwmQ4/JP1zSzV3DujmUy71hAGgaYA9ObZ9jm58o5/z6at78/j8bymv9Z1r+JcGU9DzoyyI0HREIr7RGMqC8I+UUv4Lx1DkEUKIt4QQiTNbiyIqbN1f4zdv2gI/C2Jr+hSD9x2wKczl611c0ecYviwZqJu3aV/CvJJQKELGyFDkH3AMJT4AfA30ClxD0Zb5YluZZo9+49ncYufhDzezt6oxaJ9iU+vnefe7kGegHhIKRaITyIK4SAhxo5RyrpTSCvxFCPE5MDtG2oKiPODgOvTqBfKAv97p/fJM+9jvKjfryz3MXbWfuSt28/Wd/cnDmzxxeLL3M49O8/GYQ/2cjVbfu2yAhsbgnqrygBPHe00UHdp0wnnAUsqeOvs+FEL8z1+dWKM84Mh6wC8u3cvCbZU+eZ7c9OZWXrr6RGqshxvYvK49WWU/kX587d73qOVV5kqHY3Vur8KQ9Ott+3sRZ06yKA9YecCJ+NuN2FBkL6SU5cFLKdoiLy0PPjpuy081VDW0eDWIew/WY9K8mz1KHNRWbRXCj4/cYte/M1Yo2gKGZkNLVJQFEVyHXj09C2Lh+h8wSs2hGpqaDlsT5zz5OUNNgylmnW751jxya8tpWfFDJR+v3UG/whxlQSgLIpF+uxFbEy5hURZEZCyIXem9qPcYFReM7KxsUlIavPZ9aD+HZ3hKt3xrz7G2nJY/v/ctu6Zd4reesiBC0xGJ+EZjHOkWhJHpKJNxTBtpwbGKxXdSyqCrIisSGLvNK/lY/pN89vb6OIlRKI5cjNwB/w1HF7R2wIfAFODOaIoyirIgguvQq2cv2+Zl/n/2XeDHfC33/2srv9Qan/EsmhaE5zGUBaEsiAT67UbMgtglpXxKCDFGSvmDECJ68xiGiLIgwrAgpB1TQ+CeDsHYVmZ8XgiTSUTdgvAsoywIZUEkyG83Yr0gjneu7SaFECago4E6igTFVL07ZsdKpoUu7dKDFzTI6V3bRSyWQpEIGGmAPwV2An/BsSTRJ1FVpIguSd4N4g3ND0XtULmilqOy9ecFDgd/o+EAmlpsfvMUikTFyHzAHzhHwHXHsWpxwvQDVh5wcB3avNraWq96/7OfQjRpabFGzAO2tlj9HmfSv9YxvOjwHbLygBPTe00UHdp0wnrAQogSKeV0YI0QohvwCnB9sHqxQHnAoXvAmYvHES3qSCWDw/6wSTi6vEXKA05K8n+57jtkIycnR7ee8oBD0xGJ+EZjHOkesN8rWghxLNAVOEkI8VvnbhMJNB2lInSSd/w3arE32Y/jTNNWjz2xu1SSIjHjj0IRYwLdAfcBhgKncXhKLBvg93Y61igLIrgObV67GM8eZrVG0IKw+u/61tLif8J3ZUEkzqN/oujQphPOgpBS/hv4txDidGB7Iq0F50JZEKFbEHYRuxWG86mJmQXx1Y4qcq44UVkQyoJIlN9uxLqhvQ0+sw0q2ioG1oKLFFnUx+xYCkVbxMhAjH9KKXe6EkKI86SUn0dRk2GUBRFchzavwFpLLImoBRGgF0SgesqCSJxH/0TRoU0nnAXhwXFCiLcB19uVc4GgDbAQYjDwBxzDmKWU8hE/5a4HXgeypJS1zn27gF3OIvuklLq9LpQFEboFEWsiaUEMO+O4gMf6744G7r6wm089ZUGEpiMS8Y3GONItCCMNcCfgZY900I6jQoh04AWgp5SySQjxvhBikJRykabcycBvdELMkVJONqBNcQRxbb9j2ZZu4WC9/p3wU4t3k5ebzbB+x8ZYmUIRHkYa4FuklN+7EkKIBQbqnAXsllK6Jo1dClwCuBtgZyNdgmOmNW3n1N8KIUqALGCBlHKZgWMqjgCObZdKisX/ZfvQvzapBljRZhD+lnpxFxAiDxiPowvaF8AOKeW2IHWGAddIKYc607cDA6WUN3iU+RswyznBj8TbgugnpVzlbKS/Bi71/E/AWWYEMAKgU6dORfPmOWyWpqYmUlIOz23rmTaaF26MyspK8vLyIqYjXI2eOrR5RfPOZyB1AHxBBl0b3yRSvP3mWEc/4JszABhIHYfye1PavzRin7P78OGYhOCUC6b41fH+VUcZPh+xvl78XSOJoiNS8Y3GiJcObTrSv93i4uLdeI8aLpVSlqLByB3wNBx3sCcDK4AncNy1BuIAjrtXF9nOfQAIIbrgmN7yao+lZh4QQnwspVwjpVwFIKWsF0Ksx7Eqs1cD7PwwpQDFxcWyqKgIcExL6OnJeKaN5oUbY+3atURSR7gaPXX4lI1yL+4KmUU+h5cJysrK0j0n4X5Oa1qa7pp2nhQVFRk+H7G+XvxdI4miI1LxjcaIlw5tOgq/3XIpZTFBMNINbZuU8jXgoJSyEvjRQJ3lQKFzFjVwNKDzhRB5QohsKeWPUsqbpZTTpJTTnGX+KqVcI4QYJIS42CNWd2CHgWMqQuT5lt9HPOY+GZuXfUfnpsXkOApFNDFyB9xTCNEJx3SUOUCXYBWcd653ATOFEGXARinlIiHEdKASx101Qoj2HL6bLhFCvIjjTnmyEKIv0Bl4X0qpuxKz6oYWXIc2z7N5/MZeSKSpx3v2s0h2QwPIaHH0Yx557tGMnef1UORGOzm76oaWON2/EkWHNp3I3dBeBVbjGIzxZ+BaA3WQUi4EFmr2lWjSZcBjzj8X+4ArDR5DdUMzoMOVV93g3XtAu5JxNIhkNzQAa1ISFouFbke3R+NK+ZQPdj5C1WFUY6A81Q0tcXR4phO2G5qU8ivgGCFEgZSyXAihnv3aKjsWeyUFMVjSvSZhFlBRKBKOQLOhuRrc33rsA7gRGB4DbUFRFkRwHZ55OQv+4lUnGnfAFrP3rGT2xkNRsSCqq7z3e6IsiPB1RCq+siBab0HMBYYAzwKeS+ZGdwbvEFAWRGgWBHX7vfZtkN2INIV53g9IpvryVp9jPQsiNzfHr4acdnle9ZQFEZqOSMQ3GkNZEH6QUg5xbt7rtCEAEEKcHSyoIvGpJIsa2TnicU0i/vPy2mM85aZCES5Bu6F5Nr5OToySFoXCMH2Obec3T7W/iraCkSWJHgFuxjESTuAYVDE7urKMoTzg4Do887wfnKKDzea7OGZUPODKCr8aKioqaKw75E4rDzhxvNdE0aFNJ6IH7KIv0FU6xywLIYYaqBMTlAds3APeVWuKSQNsNpth2Dvw1jU+ugJtGy3n8oALCgro3zWHZbt8X8bl5+dTm2RSHnCYOiIR32iMI90DNjISbh149a5XD3htkD++sNwrvVt2jN7BLJFbij4QUy/rHpPjKBTRwsgdcBlQLoT4hcMWRH5UVRlEWRDBdeiVBWiSgedTcJGTmkR1YwiraEgb1dXVePZROLh9Oba8EyJrQZSXY2us05VQXl5BU72yIBLx0T9RdGjTiWxBXA50dq0JJ4S4yUCdmKAsCOMWRLisefgCVu+s5LqXVxoqn5WajCU722tfO+vPUHCWl0btdqA8fxaEP+54bxsDjs/mwUuORwihLIgQdUQivtEYyoIIznLNgpy7DNRRJBDBphwNhMVson93/cbu/JM6+Duid7JZ/041Wmz5qYbn/7eXNbsPxvS4CkWoGLkDvkAIcQOwE4cFcSwQ+R78YaAsiOA6AKp0LAgtt5zRmVdX/gTACe3T+a7MsaCmZxwt0y89juJvD3jta2lpoa6+hVyPffaPS6jscnHELQg9a8WTX8oPUp5pVxZECDoiFV9ZEJGzIHYB13ikbzdQJyYoC8KYjvK6ZoJx/5Be7gb4lnO6Me6DTRQVtnPH6V6QxvflDX51uUhKSiKt1wXw/uF9Jmudu2wsLAgXOTnZFBQUKAsiRB2RiG80hrIggrMfyJFS7nb+PWygjiKBuPjv60ghcCOcnXr4pVx6shkIPOfuuN+d5N7+01mFHN8+g86u8jEcDafmBVa0ZYzcAXcHNkVbiCI62O0OP7af6dugZa8vOooTj9Hv4DLhouO5+Y0t7vSI3zpcqDWjz6CgoACbXWKel47VGnjp+EizdOz5dB07Xzevvtl3UIhCkUgYaYBX4FheqAZACHGflPKZqKoyiPKAg+twvYCbmzzNnW/1+NpfuvZk6prtlJeXc2vfXHJyMlmzpwaAzpkmd5wu6TbWjD6DdXtrKDuoP8NZjtVKS0sL1eXlPoM+tDOUxcIDvmPuWhbdXaQ84BB0RCq+8oAj5wGPAMY7+wGDox9wQjTAygMOrkOvB0SZPNxL94LTjveJcXFBAS8KGNz7OMwm4ZV3QUGBz7pY7m3nWm16/my0POBgXrAtOYOUlBTlAYegIxLxjcZQHnBw3pJSpkspj5NSHodjKXlFG6aZ4IMwirpkezW+bRU1MY8ikTGyIsZY51pw3YHvpJSvRF+WMZQFEVzHF99VUoB3WTuHG9bWPponsgUBcPDgQezKgkiYR/9E0aFNJ6wFIYT4PfB/wEEgVwjxZynlR8HqxQJlQQTX8fo728gS9V7lymSuT52I6EhACyInN5f6+jJlQYSgIxLxjcZQFkRwLgS6SSlPBU4ALjVQR5EgrP+xCpNm7bcj6alcWRCKRMbIS7jdUspmACllkxBiT5Q1GUZZEMF1AIgATW60LIi0M+6DlY97HSceFsTcpd9x2dHKgkiUR/9E0aFNJ6wFAXQTQjwA/IBjCHKhgToxQVkQ/nUkZ+bw73WOFYn9Lb751yt6RM+CGPKIVwMcLwvirbU/88fjj1IWRAg6IhHfaAxlQQRnNFCAYwhyO2CUgTqKOPPIf77h4X87Bk543gHPs53p3v5tt3Yx16VQKA4TaFn6XlLKzVLKWmBcDDUpIsDCb352b+eLGvf2Bns3MP8UD0kKhUJDIAtiihDiQ70MKeU/ggUWQgwG/gAccFSRj2jyr8Ex1/B64HTgHy6vxDn7Wh8c69DtkFK+6OcYygP2o8NzAMabyVPRI9I6PD1gLdH0gGdeeSL3vr/N55gu1Ei4xPFeE0WHNp2IHnA1jpnQXJ1G2wEzgcVAwAZYCJEOvAD0dL64e18IMUhKucijWBowVkq5RwjRB3gXmCeEOAaH7dFHSimFEKuFEIullN9pj6M8YP86TCYTjv+//JOTkxM9D1hDwVcPw7mPRsUD/n1BAf/55iCfbfWeGtOFGgkXmo5IxDcaQ3nA/pkgpfxSSrkEqAKeBP4mpbw5WFDgLBy9J5qc6aXAJZ4FpJRzpJSuHhXdgW+c2xcBa+XhW7jlwBADx1QYQBK70W0tKR6zAm94E9F8yH/hVtP2R+0pjjxEsNUShBA3Ao8Bt0gpFxsKKsQw4Bop5VBn+nZgoJTyBk25NGAyMBC4Xkr5vRDiIaCjlPI+Z5nHAKSUEzR1R+CYp4JOnToVzZvnuMtvamoiJSXFXc4zbTQv3BiVlZXk5eVFTEe4GisrK7n/Syu1VglIdqVe7y43xXojU81LAFh88YsR1dFjxAjsUvL9Sy8BcNfCy0lv/JkvyABg5XnvkZSZ36rP2X34cExCsL201Ctv2tKDrP6pCT2eP89Cx4LDs7zF8rvQ5vm7RhJFR6TiG40RLx3adKR/u8XFxbsBTy+uVEpZihYppe4fYAaeA77GsSy9a3+avzoeZQYBizzSDwB/DVC+O/AjYAFuA17xyJsJ3BvoeEVFRdJFWVmZ9MQzbTQv3Bhr1qyJqI5wNa5Zs0aeOvkTWTjmIzl63GgpJ2W7/x4ad79MebiXTHm4V+R1DBggm/v3dyfPnN5FDphkdh+7/MfvW/05m/v3l3LAAJ+85xZ/JwvHfKT7N3/JilZ/zlA0Bsrzd40kio5IxTcaI146tOlI/3aBNTJIOymlDGhBfAmcAlwH2IUQxwohCoFHAtRxsRwoFEK4/qs4G5gvhMgTQmQDCCFGC+GeuXsvjq5uacAnQJFH3lnAAgPHVHhQ3eCYl/cUsdNr/4e2s+Mhx0n0hqXdfu5xdC/Qn5x97U9NrN1dGbVjKxThEuglXDPwBXA13gZb32BBpZT1Qoi7gJlCiDJgo5RykRBiOlAJTANSgP9zjqw7GfiLlLIGqBFCPA38TQhhA16WOi/gQPWCCKTDRZLmRZxdmKOmQ9sLQmrsrbqyH5GpuWHHh8Aj4Xp1SPFZNgnglfWHeGX9ctaMPiPszxmKRtULQvWCIAK9ICZKKb/S7hRCGLqFklIuBBZq9pV4bD/uU+lw3uvA6waOoXpB+NHhooPwXhm4RR5+6Il2LwhbcjbU7z+s5ds5pPZ5Lfz4BB4JZ0neRSASvfdBouiIRHyjMY70XhB+G2C9xte5f2mwoIrE4QSxzyttF2Z6d8nFHoNZauzmVK+0uXq3n5KRQs28o2hbGBmKrGjDFJp8+8amWcxkJBuZBiSyWH5eF9X4Q35TELyQQpFAxP5XGEGUB+xbbtuBOq5/72f0OL3x/zCbhHvhzFh7wECr/b5AHnBhhve0m1p2//QLGcnmhPReE0VHpOIrDzhys6ElLMoD9i0348v9+KOcHDpnJWNxerXR9oCFzvL0rf2coc6G5smAmWtY/tD55OQkpveaKDoiEd9ojCPdA1YWxK8O/z6oRKDTJv6qmHfPOQHz9x707SWhUMSLNn0HrCwI33KNjY3ufX2Eb++99ulmDvxKLYjq6mo65eQQiKqqKqpth3UlyqN/ouiIVHxlQSgLQjf9a7cgPti40p3+IGWSV/4dA7pxwfGZjF7+67UgglkS9aSQk5MSk+9Cb1tZEImjwzOtLAhFq2mxBX4J9dCQk+marz9aLGrkHuudtgfWGG3+8vb6uB5fofCkTd8BKwvCu9zrazxfwOk//ldXV8e0F4RNI6N6/b+xHntu1CwIIyTio3+i6IhUfGVBKAtCN/1rtiAapdW9fZL4ES2u8rHsBWHO6QzVFe6yOcl2MGAftMaCePCiE3nqE/8TtGs/d6I8+ieKjkjENxpDWRCKNo+Ukq92HKShueXwvjjq8cKUBB7zT8SCm/p3Zchv8v3mN7fE1wZRKFyoBvhXwMa91dz/wXZeW354qO+5pk3ehQaMjbEqDzqcfHjbZvVfLkJkpiTx6O+6+81/avGuqGtQKIzQpi0I5QE72LW/Ci0TLG94pesaGmiIgwdstVppyu5Kyi+bAait2E9jEP82Eh5wID/4g41ljL8wPteL8oATQ4c2rTzgMFAesGM7uzz4I3XG+aPJSM0GYusBWywWrxUEMjfMJvP8+8OLT+u7oQWLH26e8oCVB6zZVh7wkYI04vg6G9+4U70neBmF4gihTd8BH8kWxH/W/YjNfIArTu1AVXUNwfDUFXMLoqmJw/fAUP7LT1TXeg8JjqUFZl4Y6wAAHM1JREFUAaGPyAtFo7IglAWBsiDQTf9aLIgpixwj3oaf/xtS93u/2LrMtAwtnjFibkGcPwa+++hw+R8+gBOuiboFUXpjESPmrkWP4qdX8vXDF5ATwuc0qjFQnrIgEkeHZ1pZEEcg1fVWPv/Wd77eUGhusfPnN7722jcr+blWxYw4nU6FJI8ReA0H/ZeNIKd1yQ2Yv2lf4LtkhSLatOk74LZuQUxesIOPtpTz3vXddcsFOzbA6Y8t9Nmn5cWWS7gyjhZEeXk5OR1OxfKT46695ZuPqC4cFnJ8CM2CsCY1E4hDNdVUm73nq1AWhLIglAVhkLZuQXy9dwMAqemZPnn3vPk1g0/uyDldAo/aqm5sIRjrT7iXO+JoQRQUFED5Fnf5pPKtIR07XAtCpmQRiJycHHJyRMI8+ieKjkjENxpDWRCKuPN9eT2bNY/DH23cz33vHJ44ZsGm/RQ/vZJd5XUhxz+za+ApGmPCMcVeSVHXOuvFCMlJgS9vwa98cmRFwqMa4Dji6jx2/wfbuXTW/wAor22m5J8bfMqWfvUDAFt+Ct7jQYvetJAx56InvJLJuz6P+iFz0iy8e8dZfvMT4bQojmzatAXR1jzgj7aUYbVJBh6bzOQFO9hf3ehVpry8nBFvb2FP1WHvct3OX/j0s52s2+MY7VZRVc0zC8oxyi8ylx658e2GVl5eDuYOeD64iR8+p7znNSHFh9C7oR0fwIV4Yv5mLj85hyv6Bv+coWhUHrDygFEeMLrpeHrAk19yvIQ6c/hpfLTFtxEtKCigrM7b0x3/yT4O1B7uZpaWnsEzH2/0qQtwkWkVOcLbouh49TOYOxZ4aYmLB6whc/dCMqPsAbu2zzomleV7vf+zA9i8v47N++sYfmEfQzqMagyUpzzgxNHhmY6XB9ymG+BfGyP+sYYGq/ewYs/GF+C15bv81n8x+Rmdveo5e2S/HN0GWKGIN226AW5rFoSLmZ//oPt5Pv3mF939nmzeF5oHXFNbR3WqpntWPCwIwPu+4bAtYjQ+hDkSriVwdzQjOkLRqCwIZUEQbwtCCDEY+ANwAJBSykd0ylwNPAH8RUr5kcf+XcAuZ3KflPJ6vWMkqgXxxbYD3P3Gd2SmJvH0Vb0Z+/4mZg87PCXjwu9Df5EWLtnZ2TRrrIZ4WRB1/ceQsezJ8OMTngWxe/duApGfn+/1olJZEMqCiJUFEZVeEEKIdOAF4H4p5WTgVCHEIE2Z44AywHfpBpgjpRzo/NNtfBOZh/61ibpmG7/UNHHjK6vYV9XAW2v3B68YDTLax+e4OjQf0997R8WO+AjR8Nzi7+MtQXGEIvSWDm91UEdjO05KOciZfgA4Rkr5gE7ZL4CnNXfAi4H/AlnAAimlz+QGQogRwAiATp06Fc2b57jLb2pq8pr+0DNtNC/cGJWVleTl5XHH/AOU18d21YXTxPd8mDLRZ//aSz+jqdnqpX/k2pEAzCqaFdFz1WPECOxS8v1LLwFw65e3kpSURGn/UgCSyrbQe8VId8yqjmeyo99Uw/EBug8fjkkItpeWGtZYWVnJ8EWBbYh//rEjQoioXy+ua6Q1MaKpI1LxjcaIlw5tOhwdgfKKi4t3A55v2kullKVoiJYF0QE45JGuce4zylgp5SrnnfTXQohLpZRetynOD1MKUFxcLIuKigCHn+f5SOCZNpoXboy1a9dSVFRE2qLFUO8921e0yRWHfHdeNYeinqf76M/a7uib1aNHj8ieq6wsrFYrru8iaVkSWVlZ7vTBrbWwwkNzZgZ631sgHda0NCwWC0VFRYY1rl27Fvg58AksOJ6irnlRv15c10hrYkRTR6TiG40RLx3adDg6guSVSymLCUK0BmIcwHH36iLbuc8QUspVzn/rgfXA2RFVFyWklGzdX8OPlbFtfAGk3ld50qUx1xEIe2Zn7x07FsVHiA4NVlu8JSiOQKLVAC8HCoUQrnv1s4H5Qog8IUTAmcGFEIOEEBd77OoOJIZZGIT3ttYx5NmvdPMyqedK05dEa7nMZr2HGZFYAx1lWru4HfvVW07nklM7+c2PghOnUAQlKhaElLJeCHEXMFMIUQZslFIuEkJMByqBacLx2nk8UAhcI4SwSik/wXGnPFkI0RfoDLwvpfyf3nESrRva6n3+73zvSfqQO5M+Yk9TBzqLcqrIYom9t+NzYOd4sZ8d8mi/9YPRLH2/yvLKg7r649UNrbq62m9XtGh2Q2tqauKUQhOLkv23sn+avYqv7i2muaHW77FVNzTVDa3NdEOTUi4EFmr2lXhsS+Ax559nmU3AlQaPkRDd0HLb5ZFkNvmdc+Ei0yruTHK8Y3wvZYp7f9fGNxHYucs8jxLLOwxrHs9ye0/Xp3P+638gxfSkF6kik6kt1/Ebk29XK3+aE2EknLtufr57UgYj30W43dAKCgpISwvsgp07cw1/v/okhnSLT/evWF63qhuad1qNhGuj7KtqpPjpBTxwQQ92HPQeRnyS2EMSLX5GqEEHDrIq9W53+q3kx+na+CaZ1LM59XYA3redywe2c1hm74nd6Rjdbp7POnt3rk5aAsCIpPnR+GjR4ZwH4H9/PZz+eZNjwvYYYGRSorve/ZZvehWSnqx+Goro06avskSwICbO3w7AXxdu99H335SxAfV/lDLeZ9/V5s+5yfypO32l+SuuNH/F/c138YH9XMB3yXk9qq76gBY/j7rxtCDESdeT79EA136zkEZL56hbEOXl5TQY7Jmy56cDFGQmKwsiBhqVBdGGSQQLYsN+/R91OsHnHuggqnz2Tbe8pFv2IvMadwNshNye53ulE8WCyNfEzPxqCpmDRhmLT+ssiBvPTWHZ7hp2lAWeUzkvP4+CrFTD8UMppyyIxNHhmf5VjYQ7UvC3nlsKzXyTemtEj3WxeTW7Uq/j9zoLbiqM0aNjFotGDeTG0/33hgDo9/giJv17c4xUKY5k2vQdcDwtiPLaZm6Zs05X17bUm41/iBCZaXDBzUATzMTTggB0e0LEwoLwTAfjteW7+VOvNK99yoJQFoSyIDyIlwUxet4PfLGtzEfPuKQ36CH2hvYhosAvx/2BjgH0x9OC0Mb03BdtC8JFSvIeHw16vPJ1FZOu6EpKkjmoLmVBKAtCs60siGih1/geI8oYkTSfgeYNcVDkzd5e98RbQmDui+/j/XXFRxkq9+ban3l3Tfz/Q1X8elENcIj8XKP/+PqK5akYK2nD5HbxTr/2+5gevn1msuGy0ZisSqFw0aYtiHh4wJeWrvfKO5oyupl+4kRTYtwptbTv6eN5JpoHDBofeOeSmHrA2nqBqK+rC3m0nvKAlQeM8oDRTbfGY9K7G/p78jOcatoZlv5okDRiESkbvwn4ORPNAwZoX7aU7G5/CnqsSHjAAI8N7cWED4NbIZmZmYauEeUBKw9Ys6084EghpeT7A4foN9V79q5+YmtCNb4AWNKCl0kADl77sVc6+78j/ZSMDjecWci8e84JWs6k1q5XRJE2fQccKwvi8637KfnYd+GOd1MeDVt7pGjuej6NJ15O9id/ofKmr7CXl7cJC6LG1I52ms9i5NE8khZEp1SCUl9XqyyIKGpUFkQbJlYWxE/1vssJ5VBrWOfduX/n6S7LSNs0Vzff2qkYy/41huN5kjzsHySnZFF+wqUBH7kTzoKw+o4gLNj4Ipw/PuCxImVB+LNCtGRlKQtCWRDKgogrdU3ek3Wn08i15s+D1pue+SAnNs7hzj9e4rW/YsR6uPQZuO49KNlJ9e9fdec1df8d3LkU7v8G7tUf6OEmrxukZAUuk6joPdp/OT3mMoaeEnjNvDHvb6KpxUZ1gzVGihRHEm36DjgWFsSeg428tHyfV73ZyU9xpmlrQG37z5/F4rVdaKKeqqoqqvN6k8Zcqv74PlUNdmTXyxwF6+1U11tJO3MU5srv2HfGZHKScsAKkELdFR/R5b83YWqo8DnGwSEvYNP53G3BgqiuayL99HtIX/2c13HK9++huv5wYxftXhAjz8wnP8PCKyt+wh8nTvgvAH8f2pXTgxwrWJ6yIBJDhzatLIgwiIUF8fUvvmuJBWt8eeBbLM0W/ihqeGz+Vk7uehQcdQWcdQ25qdm0aNaVAsi42LGgZo5P3smYRm8HWxOVP+0k782LAKi67P/bO/PwKKp0D7+/dBJCWBODo8LI7jYuo6KMVxRFXNHroF6v44rLuFxlRC6MiuKAG6gs4i4uVx3HdVxwmVFRLowioigyqEAERBn2yBISAoTkmz+qOunudIfu0EsC532efqg659Q5v1QXX5/66nxfPUVB9yOj/i1NwgUB5Pe7CyIMcNHjB5F78gRadx0Q9ZhUuCBuPqNzvQY4yDVvLmHwiblcd3y3mGPVpyOaFueCcC4IRz08MjX8bUgv5cbx4M1/FdDlvTpTfOepFLX038yUV+/bmGITyIbcFlS33AOGLYNhy9i2Z4+G9dUEyF2yffdOMskOZDH+vw+Jq+24ycXMXebNdKqrXZCGY8do0jPgVFJdbXQZVrtUKpdKnswZs/3ZL4BVAQEkkZvtljEliqI8oEs1/Q/twJT5a3h7zvZnwq9+uZQNZRW8/c1MZg47gcB2j3A4otOkDXAqfcCT5tammsyimv6BTzg2MDemlkmBkzi4Wyc6LXiCn8sq2VARbkTS6e9rEj5gfzuv90haTvtT2FjNFr8f8/tMtg84sl08PP9ZbTKfnnd/xEe/3y8uHZFanA/Y+YCbtAFOpQ/4uzW1D96GZL/C/2S/Va+WE298kXlz59D5nDsoysmDKH7edPn7mooPuKioCI4fBBEGGKCoRQD8tyin2gcc3G7WrO5a73hYuinAfZ/+yIHtW3Ndn+4x+4+mxfmAnQ/YEUFJ+VZe+6o2t8PJWV/EbPtF21Ph+n/WvkMsJ47V/Y5w9ju9btk9naC8hKz1P0DVtrr1KWCvtg377gb85Vve+3YlYz4oZtn6Csq3Vm3/IIeDJj4DTrYLYnNlNfNXl3PFi9/VlPfOmkPXrLqBGABlvW6hsPPZlFS1gIgItFTcJu2MLggAeo+iaP471OG+rhQC5b8ZTEUP7+WlqXRBnHtgAY9PqysjEY4ePQWAPt0LyM8N0LlNgKO7b6Jbu/w6WjZs2MC3K8roWJhH1ebw1yQ5F4RzQTR6ku2CuOPDpUz6ejldtJwXcu/ik+qDOCfwj5jjt+z7RzaHuBpScBtTb91O4YLw2frLo8ldOp1otPhsHC1O8dwUqXRBFAEfXnsYfR/+KqqORJjy/bqa7Qc/XVWz/Xi/drRqW8DEaYtR1RbGTPkRgFlDesbUOG3hOjplZ3F4x8J69Udu11fnXBDh++619GlmWvEanvn4e56+bDcEjJ1czKQ56wDj9dw/0Vbl9RpfCrumS+ouQemZz1H0cj9YMz96g+kToOfV0euK3/e/j7Y7rKNt8xwW3X0alC6jZMEMer6Rv8N9hnLVu2vg3fei1i1fX8HAF2cz4bxfc9lzcylevYn992zNvBWlNW1679MOVW/j4I5rGXziPmHHV1Ub1dVG2dZtXPp/X3BL372JsBWORkaTNsA74oK45OnPAZg5fykdZtzKqJ8mMSoBF2DJeX+DiNtg54JooAsiuH/Om7SccjN5C96gDpNvg8m3EVgN1RJZI9qw+ZRn2fjNUlpNvRWA8v7vAPt7/a1fR6BkPlVF+5H1czElq/aEQC7ZK2ZRvfw71nY9hur83dlQEe5f3rBhAzk//oM2b1/KL4BH/usrFqzexIRpdV9j1EFrKLV8SmlRU7aPltIzax7N2cLEqjNqyo/NmsO86r35Q/YbXJT9IZ02vxDWV48xM2u2775vFPtSzUb2ZeWKUqA1XbSc5bYb04q9t7FMXbiOFz6aRfesf/F1dVcqqHvxnvXUOmAOAA+f2ZFr/TGePO8Arnh1JYNWz6X77vlkV21mzbwSWjbL5si9W1NRvpElP1dQUVnNxrKNdC2vZPXGrRTlbqVsyzZKyipp0SxAbpW30qd8axWfFq9k793Lyc8J8MuCPOeCyLQLQlJf4CxgNWBmNjKiPg8YAywDugOjzazYr7sQOBSoAhaZ2ePRxkiGC+K8Z+eyJG9SXH/T7GOeoFtgFa2OGxiWUNy5IHbcBVGzf+6TbP5rNnnzXiUaWZVBX2kLOrx3SVhdxzf8h3m9BlP0ybjafgEiXyY9I6QuSGFXitaGB96c9vZhnAacntue7lm1K2Me3XYG12TH/H8FwLCcF7mj8kKG5zxfp25J3vlh+xO2ncVP1bszNvexOm1vrbyUO3O8fCEfVh3KTZVX0lrlTGk2JKzdiMqL2VdLydcWRlZeTGuVs9lyOTJrAavefY7LAu3opmUMe+ls2pLNo9MWckHgI16v6oUw1tMSC3kun89mNtGMHBbRP/Ax71b9hnJq051e16s9j3/yDcLYSg7gPbj+/JYTaNPGuSAy5oKQlA88BvzKzLZIek3SCWYWmlB3EPCTmd0r6SDgKeAYSR2AIcChZmaSvpA0xcy+T4XWuBlewqGBHEpKSmii6W+aBoFsyk4YTd5Jw2HCwQ3rI8T4JkSE8Q0l1PgC2zW+QaIZ32hcn/16zLqg8QXoG5jNrMA1UduNyHmuZvvMQOQvTi3nZ08J278tJ3qWvkjuzXkivGAWDIl21zg2fDfUXO2WlQPVtbk+Dgd4G2i3P0Vr5sU8rrBZW9iyvk55nXb5RbBfPy9J1e4H0Pbj8bD2e+hyHK2y8qFlIZSthAPPITtQANPfgQN+CxRA6Qr49g3yysugqIPn9uozHNrGFyXZEFI1Az4K+NHMgivbpwP9gFAD3A8YBmBmcyUdIqk1cDLwpdW+fmIGcCqQMQO87oIPKAjkZGr4XZOCjnD+K/DCuZlW4kgiqo6RVW5N/RGmWb7x3R5Zm0rgq2dr9msM3OKpNAttuPDD2icGs//s/RD4tAxt9/IFtG7fE37/QVzjJ0qqDPDuwMaQ/VK/LJ428RyLpCuB4BS/TNICf7sNEOqMCd2PWqfttRv5m+324W8XASVxtEtGXbw6Yh7Xjnap0SGF6dClIq7jEvk7R5Ym0kdc5yPpGqPXxbpGGouOZPUfbx+Z0hG5X4+OyW24Uon2v6+k0CTfE81sIpGYWdI/wAnARyH7g4FxEW0+Bo4J2feeNsDlwFMh5Q8Af0hg7Imx9uOt24E+ZiVTxw5onJWEPtKmIw0ad1hHEjVGvUYai44MXC8Z0VHfNZKs/uP5pCoSbgbQUVJw1n808K6kQt/NAPAunqsC3wc8x8xKgfeBw6WajN1HAX9PYOxI59zbDahraB/J1lFfXbw6GtpHOnU0tP9E6pLRRzI0NnYdyeo/3j4ypaM+Lam45qIi33InHUknAucAa4BKMxsp6V5grZmNltQcbxXECqAbcLeFr4LogbcKothirIJobEiaZWY9nA6nIxaNRYvT0Th0pGwZmplNBiZHlP0xZLsCuDbGsc8D8T0+blzU9fFkBqcjnMaiAxqPFqcjnIzoSNkM2OFwOBz147KhORwOR4ZwBtjhcDgyRJPOBZFOJHUF7gS+AjoAP5vZ7ZIKgdHAYryQ6mFmtso/Zije0roC4AMzqz+re2J6mgMz/X6HZEKHpH2B3wEVQG9gBLAwAzqGAp3w1nF2x1vK2DwdOiTtgXddHGJmR/hlCX8Xkn6N90zkB7x170PMLO5EyDF0jAc2AWXAIcAgM1uZbh0hdbf6GopCylKio55zkgv8L1AOHID3//iWVGuJSaLr1nbVD3AEcGbI/nd4kZSPAef6ZWcAf/a3ewJ/87dz8CL52iZRz1jgWWCMv59WHUAAbylhlr+/J9AuAzr2ANaG6JgEXJAuHXgrfc4gfB1pQmMDAr4B9gj5bi9Pgo47Q7ZvBB7MhA6//Di/v5KQspTpqOecDAeODdk/OB1aYn2cCyJOzOwLMwvN2pOF9yvaj5rULjUh1wCnB8vNrBKYBxybDC2SLvLH+iGkON06jsC7OAdKuhnvQi/JgI5NwFa8mQt4kaTfpkuHmf2V8MhNGjB2F6C5+bPTiGMarMPMbg3ZzcKbCaddh6RfAOcBD0Y0T5mOWFqA84HOkgZJugMIjpFSLbFwBrgBSOoPvG9m8wkPnS4FCiRlE2dIdQPGPgDY38wis7ekVQfQES9I5hkzG4V3sV6Sbh3mBe8MBV6W9AxeSq6F6dYRQaJjp1STpLbAScB9UfSlVIekLOBu4OYo1Zk4H53wsjPeD0wDXsmgFucDThRJxwPH42VzAy/dZitgPd4sbJ2ZbZMULA/S2m+7o/QHNku6CegF5EoalAEdpcB8MwvGvn+Cd5uZVh2+f24ocJg/zljgtnTriCDRsVOmSVIb4BHgMjNbG6EvHToOAyqBq/B8q839a/e1NOsIUor37AS8a/YYSYEMaXEz4ESQ1A8vW9v1wB6SjiIkpBo/5NrffofaUOtsPId/Pa/YiA8zu8vMbjez0XgX0Of+r3ladeBdxLv5Fy94M+LiDOhojxddGXwosgLIy4COUBIdezFQ4T80ijymwUgqAh4GhprZD5LOTrcOM5tlZlf71+ujQIWZjTYvvWxaz4fPR3huBfCu2UVmVpUhLS4QI14kHY53yxLMcNQC7+J+C7gH+BHoCtxk4U+8C/zP3y25qyDOxnsym+vreD/dOnxXTB+8cPO9gYF4qw/SpsP/AXgA2Iw34zwQ7+5kSzp0SOoNXAycgmdgxtKAc+DP5Af6xxSS+OqDaDqm493lBme+G83sjHTrMLMKSd2Aq4FrgFHAeDMrT5WOes5JITASWIT3+pSHzOzzVJ6TejU6A+xwOByZwbkgHA6HI0M4A+xwOBwZwhlgh8PhyBDOADscDkeGcAbY4XA4MoQzwI6MI+lISVMlfSpphP95wA8wScf4s0LWM8fTfqqkMZL+Q1IvSV9JOi7OY2+QVC1pSEhZH0lfSvqtpN9Jek3SiMT/EkdTw0XCOTKOmX0uaSrQ0sxGAEjaDdgvTRKOsMTXYz5kZksAJP0z3oPMbLykU/EisoJ8D7xpZm/6/TXDC5l17OS4GbCj0eFHHQ00s+mSjpL0taSHJY2XNENSD79da0lPS7rZrz/ZL79H0k+Shkt6R9L9kjpLekvSHZKGSlov6WJJ/wn8IKmTf2x/SY9LulHSI5LyEtC9v6R5km6XlFtPXxPxQnODDMDLbOfYxXAG2NGYOF7S/cDtwQIzmwG8CZSa2Q3AOLykP+AleFnoJwMaAkyUlG1mN+IlTHkIOBN4BrgX+IuZDQfeANab2XN+tNMSAEkFeHkTBpnZPXgx/6GGsj5ygcuA/mZ2G16kZKy+JgHtJR3uuz72MrOfEjhPjp0E54JwNCb+37zk8rl4Se9DKfb/XUNtcpSDgZ/95C4Ac/FCRVcDq8xsnV/+taRf4YXAghffH41ugAHXS8LvqyxG20iuA/bFC3mtty8zq5SXue0qvFD29+Icw7GT4Qywo9FhZlslrZTUx8ymBIujNJ0DrDSzB6AmT/LPMdp/B+yD90aTLkRnIV5OiTF+9rKuwF5xyh6Pd0f5gqRj4+jrCWA2Xt6IAXGO4djJcAbYkXF8n+6xeKk1g0nE84Gtkv7l1x0k6X3gIuBg/5hRwL3+MW2AxWZWJekKoI2kwWY2zu/vRuBBSQcBS/ENtLwMdx2Bq83sJkk3ABMkrcKbhd+2He1H4s3EL/T1tAJeAoYBMfsys0WSZgJL/Gxcjl0Ql4zHsUsgqTteXt4SSXsDT5tZ3wb2NRUYEFwFkWwkDQA6BVeEOHZe3AzYsavQERgpaTaef3bwDvT1JTBA0ntm9llS1PlIOhc41B/DsZPjZsAOh8ORIdwyNIfD4cgQzgA7HA5HhnAG2OFwODKEM8AOh8ORIZwBdjgcjgzxbxvGl3AEXpVqAAAAAElFTkSuQmCC\n"
|
|
],
|
|
"text/plain": [
|
|
"<Figure size 360x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib inline\n",
|
|
"fig, ax = set_up_plot()\n",
|
|
"ax.set_xlabel('Energie [keV]')\n",
|
|
"ax.set_ylabel('Normierte Zaehlrate')\n",
|
|
"\n",
|
|
"ax.step(energies_a, mitte[1]/mitte[1].max(), label='Detektor A')\n",
|
|
"ax.step(energies_b, mitte[2]/mitte[2].max(), label='Detektor B')\n",
|
|
"ax.axvline(e_range_a[0], color='red')\n",
|
|
"ax.axvline(e_range_a[1], color='red', label='Schranken A')\n",
|
|
"ax.axvline(e_range_b[0], color='green')\n",
|
|
"ax.axvline(e_range_b[1], color='green', label='Schranken B')\n",
|
|
"ax.legend()\n",
|
|
"ax.set_ylim(0)\n",
|
|
"save_fig(fig, 'mid_over_energy', 'calibration')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"source": [
|
|
"# Plot ueber Energie"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": [
|
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\n"
|
|
],
|
|
"text/plain": [
|
|
"<Figure size 360x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib qt5\n",
|
|
"fig, ax = set_up_plot()\n",
|
|
"ax.set_xlabel('Kanal')\n",
|
|
"ax.set_ylabel('Normierte Zaehlrate')\n",
|
|
"\n",
|
|
"ax.step(channels_e, mitte[1]/mitte[1].max(), label='Detektor A')\n",
|
|
"ax.step(channels_e, mitte[2]/mitte[2].max(), label='Detektor B')\n",
|
|
"ax.axvline(range_a[0], color='red')\n",
|
|
"ax.axvline(range_a[1], color='red', label='Schranken A')\n",
|
|
"ax.axvline(range_b[0], color='green')\n",
|
|
"ax.axvline(range_b[1], color='green', label='Schranken B')\n",
|
|
"ax.legend()\n",
|
|
"ax.set_ylim(0)\n",
|
|
"save_fig(fig, 'mid_over_channel', 'calibration')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": [
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\n"
|
|
],
|
|
"text/plain": [
|
|
"<Figure size 360x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, ax = plot_spectrum(mitte[0], label='Ereignisszahl')\n",
|
|
"ax.axvline(range_t[0], color='red')\n",
|
|
"ax.axvline(range_t[1], color='red', label='Schranken Zeit')\n",
|
|
"ax.legend()\n",
|
|
"save_fig(fig, 'time_range', 'calibration')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": [
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\n"
|
|
],
|
|
"text/plain": [
|
|
"<Figure size 360x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib inline\n",
|
|
"times = channel_to_time(channels_t)[0]\n",
|
|
"fig, ax = set_up_plot() #plot_spectrum(links/links.max(), label='Links')\n",
|
|
"ax.step(times, links/links.max(), label='Links')\n",
|
|
"ax.step(times, mitte[0]/mitte[0].max(), label='Mitte')\n",
|
|
"ax.step(times, rechts/rechts.max(), label='Rechts')\n",
|
|
"ax.legend()\n",
|
|
"ax.set_ylabel('Reslative Ereignisszahl')\n",
|
|
"ax.set_xlim(46, 57)\n",
|
|
"save_fig(fig, 'all_times', 'calibration')\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 166,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": [
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\n"
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],
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"text/plain": [
|
|
"<Figure size 360x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, ax = set_up_plot()\n",
|
|
"p_r, d_p_r = find_and_plot_peak(rechts, ax, 'Rechs', time_interval=[45, 65])\n",
|
|
"p_l, d_p_l = find_and_plot_peak(links, ax, 'Links', time_interval=[40, 60])\n",
|
|
"#p_m, d_p_m = find_and_plot_peak(mitte[0], ax, 'Mitte', time_interval=[40, 60])\n",
|
|
"ax.legend()\n",
|
|
"ax.set_ylabel('Reslative Ereignisszahl')\n",
|
|
"ax.set_xlabel(r'$\\tau$ [ns]')\n",
|
|
"ax.set_xlim(48,55)\n",
|
|
"\n",
|
|
"save_fig(fig, 'lenght_det', 'calibration')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 162,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(2.0, 0.6)"
|
|
]
|
|
},
|
|
"execution_count": 162,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scientific_round((p_r - p_l), np.sqrt(d_p_r**2 + d_p_l**2))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 160,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"l, d_l = (p_r - p_l)/2*1e-6*c, 1/2*np.sqrt(d_p_r**2 + d_p_l**2)*1e-6*c"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 157,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(310, 90)"
|
|
]
|
|
},
|
|
"execution_count": 157,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scientific_round(l, d_l)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 95,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.28959951442800036"
|
|
]
|
|
},
|
|
"execution_count": 95,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"((channel_to_time(rechts.argmax())[0] - channel_to_time(links.argmax())[0])*1e-9 * c)/2"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 20,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.3185594658707989"
|
|
]
|
|
},
|
|
"execution_count": 20,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"((channel_to_time(rechts.argmax())[0] - channel_to_time(mitte[0].argmax())[0])*1e-9 * c)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 21,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.2606395629852018"
|
|
]
|
|
},
|
|
"execution_count": 21,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"((channel_to_time(mitte[0].argmax())[0] - channel_to_time(links.argmax())[0])*1e-9 * c)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"source": [
|
|
"# Koinzidenzaufloesung"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"t, dt = channel_to_time(range_t) # ns\n",
|
|
"t, dt = t*1e-9, dt*1e-9 # s\n",
|
|
"tau = t[1] - t[0], np.sqrt(np.sum(dt**2)) # s"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 23,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(8.211000000000006, 0.040405893134541654)"
|
|
]
|
|
},
|
|
"execution_count": 23,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"tau[0]*1e9, tau[1]*1e9"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 24,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(8.211000000000006e-09, 4.040589313454165e-11)"
|
|
]
|
|
},
|
|
"execution_count": 24,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"tau"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 52,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"A = (54e-3)**2 # m^2\n",
|
|
"d_max = 386e-3/2 # m\n",
|
|
"date_0 = datetime.datetime(2014, 10, 1)\n",
|
|
"date_1 = datetime.datetime(2020, 1, 10)\n",
|
|
"A0 = SecondaryValue('A*(1/2)**(t/hl)')\\\n",
|
|
" (A=(1.36e6, 1.36e6*.03), t=((date_1 - date_0).total_seconds(), 86400),\n",
|
|
" hl=(82.1e6, 31557600*.001))\n",
|
|
"P = .90382, 0.0602\n",
|
|
"T = 10*60 + 47, 2 # s\n",
|
|
"omega = A/(d_max**2)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 53,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(333000, 10000)"
|
|
]
|
|
},
|
|
"execution_count": 53,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scientific_round(*A0)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 26,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"166492800.0"
|
|
]
|
|
},
|
|
"execution_count": 26,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"(date_1 - date_0).total_seconds()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 27,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.07828398077800745"
|
|
]
|
|
},
|
|
"execution_count": 27,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"omega"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 28,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(1.2875574074648669e-09, (647, 2))"
|
|
]
|
|
},
|
|
"execution_count": 28,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"d_max*2/c, T"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 29,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"333481.7538834827"
|
|
]
|
|
},
|
|
"execution_count": 29,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"A0[0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 30,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.01"
|
|
]
|
|
},
|
|
"execution_count": 30,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scientific_round(*A0)[1]/1e6"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 31,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"166492800.0"
|
|
]
|
|
},
|
|
"execution_count": 31,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"(date_1 - date_0).total_seconds()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 32,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"counts = np.sum(mitte[0][range_t[0] - 1:range_t[1] - 1])\n",
|
|
"counts = counts, np.sqrt(counts)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 33,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"rate = SecondaryValue('counts/T')(counts=counts, T=T)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 34,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(422.7496136012365, 1.5365950819791954)"
|
|
]
|
|
},
|
|
"execution_count": 34,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rate"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 35,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"rand_rate = SecondaryValue('4*tau*A*omega/(2*pi)*counts/T')\\\n",
|
|
" (tau=tau,\n",
|
|
" A=A0, omega=omega, counts=counts, T=T, pi=np.pi)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 36,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"422.7496136012365"
|
|
]
|
|
},
|
|
"execution_count": 36,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rate[0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 37,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"969"
|
|
]
|
|
},
|
|
"execution_count": 37,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"range_t[0] - 1"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 38,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(0.0577, 0.0018)"
|
|
]
|
|
},
|
|
"execution_count": 38,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scientific_round(*rand_rate)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 38,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 39,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([0.0136465 , 0.00041789])"
|
|
]
|
|
},
|
|
"execution_count": 39,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rand_rate/rate[0] * 100"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"source": [
|
|
"# Effektivitaet"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 40,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"effectivity = SecondaryValue('rate/(A*omega/(2*pi)*P)')(P=P, A=A0, rate=rate, omega=omega, pi=np.pi)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 41,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(11.3, 0.8)"
|
|
]
|
|
},
|
|
"execution_count": 41,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scientific_round((effectivity[0]*100), effectivity[1]*100)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 42,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"10006.075034502068"
|
|
]
|
|
},
|
|
"execution_count": 42,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"A0[1]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 43,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(422.7496136012365, 1.5365950819791954)"
|
|
]
|
|
},
|
|
"execution_count": 43,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rate"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 44,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": [
|
|
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\n"
|
|
],
|
|
"text/plain": [
|
|
"<Figure size 432x360 with 3 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib inline\n",
|
|
"fig, ax = set_up_plot(subplot=211)\n",
|
|
"\n",
|
|
"ax.step(times, mitte[0], label='Mitte')\n",
|
|
"ax.step(times, links, label='Links')\n",
|
|
"ax.step(times, rechts, label='Rechts')\n",
|
|
"ax.set_xlabel('t [ns]')\n",
|
|
"ax.set_ylabel('Ereignisszahl')\n",
|
|
"ax.set_ylim(0)\n",
|
|
"ax.set_xlim(30, 70)\n",
|
|
"ax.legend()\n",
|
|
"ax.set_title('Koinzidenzzeitspektrum')\n",
|
|
"\n",
|
|
"_, axa = set_up_plot(subplot=223, fig=fig, ticks=5)\n",
|
|
"\n",
|
|
"fig.tight_layout()\n",
|
|
"axa.set_xlabel('Energie [keV]')\n",
|
|
"axa.set_ylabel('Ereignisszahl')\n",
|
|
"\n",
|
|
"axa.step(energies_a, mitte[1], label='Mitte')\n",
|
|
"axa.step(energies_a, rechts_e[0], label='Rechts', alpha=.8)\n",
|
|
"axa.step(energies_a, links_e[0], label='Links', alpha=.8)\n",
|
|
"axa.set_title('Energiespektrum A')\n",
|
|
"axa.set_xlim([100,1100])\n",
|
|
"axa.legend()\n",
|
|
"\n",
|
|
"_, axb = set_up_plot(subplot=224, fig=fig, ticks=5)\n",
|
|
"\n",
|
|
"fig.tight_layout()\n",
|
|
"axb.set_xlabel('Energie [keV]')\n",
|
|
"axb.set_ylabel('Ereignisszahl')\n",
|
|
"\n",
|
|
"axb.step(energies_b, mitte[2], label='Mitte')\n",
|
|
"axb.step(energies_b, rechts_e[1], label='Rechts', alpha=.8)\n",
|
|
"axb.step(energies_b, links_e[1], label='Links', alpha=.8)\n",
|
|
"axb.set_xlim([100,800])\n",
|
|
"axb.set_title('Energiespektrum B')\n",
|
|
"axb.legend()\n",
|
|
"\n",
|
|
"save_fig(fig, 'comp', 'calibration', size=(6, 5))\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 44,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 44,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 43,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"argv": [
|
|
"/usr/bin/python3",
|
|
"-m",
|
|
"ipykernel_launcher",
|
|
"-f",
|
|
"{connection_file}"
|
|
],
|
|
"display_name": "Python 3",
|
|
"env": null,
|
|
"interrupt_mode": "signal",
|
|
"language": "python",
|
|
"metadata": null,
|
|
"name": "python3"
|
|
},
|
|
"name": "Untitled.ipynb"
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|